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10:00-11:00 | Opening and First keynote talk: Dan Pei | Prof Dr. Odej Kao, Prof. Dr. Jorge Cardoso, Prof. Dr. Dan Pei |
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11:00-11:25 | A Systematic Mapping Study in AIOps | Paolo Notaro, Jorge Cardoso and Michael Gerndt |
11:30-11:55 | SLMAD: Statistical Learning Based Metric Anomaly Detection | Arsalan Shahid, Gary White, Jaroslaw Diuwe, Alexandros Agapitos and Owen O'Brien |
12:00-12:25 | Anomaly Detection at Scale: The Case for Deep Distributional Time Series Models | Fadhel Ayed, Lorenzo Stella, Tim Januschowski and Jan Gasthaus |
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12:25-12:45 | Coffee break | |
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12:45-13:10 | Online Memory Leak Detection in the Cloud-based Infrastructures | Anshul Jindal, Paul Staab, Jorge Cardoso, Michael Gerndt and Vladimir Podolskiy |
13:15-13:40 | Towards Runtime Verification via Event Stream Processing in Cloud Computing Infrastructures | Domenico Cotroneo, Luigi De Simone, Pietro Liguori, Roberto Natella and Angela Scibelli |
13:45-14:10 | An Influence-based Approach for Root Cause Alarm Discovery in Telecom Networks | Keli Zhang, Marcus Kalander, Min Zhou, Xi Zhang and Junjian Ye |
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14:10-15:00 | Lunch break | |
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15:00-15:45 | Second Keynote: Michael Lyu | |
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15:45-16:10 | Localization of operational faults in cloud applications by mining causal dependencies in logs using Golden Signals | Pooja Aggarwal, Ajay Gupta, Prateeti Mohapatra, Seema Nagar, Atri Mandal, Qing Wang and Amitkumar M Paradkar |
16:15:16:40 | Discovering Alarm Correlation Rules for Network Fault Management | Philippe Fournier-Viger, Ganghuan He, Min Zhou, Mourad Nouioua and Jiahong Liu |
16:45-17:10 | Performance Diagnosis in Cloud Microservices using Deep Learning | Li Wu, Jasmin Bogatinovski, Sasho Nedelkoski, Johan Tordsson and Odej Kao |
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17:10-17:30 | Coffee break | |
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17:30-17:55 | TELESTO: A Graph Neural Network Model for Anomaly Classification in Cloud Services | Dominik Scheinert and Alexander Acker |
18:00-18:25 | Decentralized Federated Learning Preserves Model and Data Privacy | Thorsten Wittkopp and Alexander Acker |
18:30-18:55 | Using Language Models to Pre-train Features for Optimizing Information Technology Operations Management Tasks | Xiaotong Liu, Yingbei Tong, Anbang Xu and Rama Akkiraju |
18:55-19:20 | Resource Sharing in Public Cloud System with Evolutionary Multi-agent Artificial Swarm Intelligence | Beiran Chen, Yi Zhang and George Iosifidis |
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19:20-19:30 | Closing ceremony | Prof Dr. Odej Kao, Prof. Dr. Jorge Cardoso |
19:30- | Wine and cheese | |